Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 31 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.2 KiB |
| Average record size in memory | 140.1 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 3 |
Total has constant value "0" | Constant |
Max is highly overall correlated with Avg and 3 other fields | High correlation |
Avg is highly overall correlated with Max and 7 other fields | High correlation |
Min is highly overall correlated with Avg and 4 other fields | High correlation |
Max.1 is highly overall correlated with Avg and 6 other fields | High correlation |
Avg.1 is highly overall correlated with Avg and 6 other fields | High correlation |
Min.1 is highly overall correlated with Avg and 6 other fields | High correlation |
Avg.2 is highly overall correlated with Min.1 and 1 other fields | High correlation |
Min.2 is highly overall correlated with Max and 4 other fields | High correlation |
Max.3 is highly overall correlated with Avg.3 | High correlation |
Avg.3 is highly overall correlated with Max.3 and 1 other fields | High correlation |
Max.4 is highly overall correlated with Max and 6 other fields | High correlation |
Avg.4 is highly overall correlated with Avg and 4 other fields | High correlation |
Min.4 is highly overall correlated with Max and 4 other fields | High correlation |
Max.2 is highly overall correlated with Min.3 | High correlation |
Min.3 is highly overall correlated with Avg.3 and 1 other fields | High correlation |
Jan is uniformly distributed | Uniform |
Jan has unique values | Unique |
Reproduction
| Analysis started | 2023-02-04 20:31:19.056228 |
|---|---|
| Analysis finished | 2023-02-04 20:32:07.952408 |
| Duration | 48.9 seconds |
| Software version | pandas-profiling vv3.6.2 |
| Download configuration | config.json |
Jan
Real number (ℝ)
UNIFORM UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 376.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.5 |
| Q1 | 8.5 |
| median | 16 |
| Q3 | 23.5 |
| 95-th percentile | 29.5 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 9.0921211 |
|---|---|
| Coefficient of variation (CV) | 0.56825757 |
| Kurtosis | -1.2 |
| Mean | 16 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0 |
| Sum | 496 |
| Variance | 82.666667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 1 | 1 | 3.2% |
| 17 | 1 | 3.2% |
| 30 | 1 | 3.2% |
| 29 | 1 | 3.2% |
| 28 | 1 | 3.2% |
| 27 | 1 | 3.2% |
| 26 | 1 | 3.2% |
| 25 | 1 | 3.2% |
| 24 | 1 | 3.2% |
| 23 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 31 | 1 | |
| 30 | 1 | |
| 29 | 1 | |
| 28 | 1 | |
| 27 | 1 | |
| 26 | 1 | |
| 25 | 1 | |
| 24 | 1 | |
| 23 | 1 | |
| 22 | 1 |
Max
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 45.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41 |
| Minimum | 30 |
|---|---|
| Maximum | 55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 376.0 B |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 31 |
| Q1 | 36 |
| median | 39 |
| Q3 | 45.5 |
| 95-th percentile | 54 |
| Maximum | 55 |
| Range | 25 |
| Interquartile range (IQR) | 9.5 |
Descriptive statistics
| Standard deviation | 6.8896057 |
|---|---|
| Coefficient of variation (CV) | 0.16803916 |
| Kurtosis | -0.41996302 |
| Mean | 41 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.51646118 |
| Sum | 1271 |
| Variance | 47.466667 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 39 | 4 | |
| 36 | 4 | |
| 41 | 4 | |
| 37 | 3 | |
| 48 | 2 | |
| 34 | 2 | |
| 45 | 2 | |
| 30 | 2 | |
| 46 | 2 | |
| 54 | 2 | |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 30 | 2 | |
| 32 | 1 | 3.2% |
| 34 | 2 | |
| 36 | 4 | |
| 37 | 3 | |
| 39 | 4 | |
| 41 | 4 | |
| 43 | 1 | 3.2% |
| 45 | 2 | |
| 46 | 2 |
| Value | Count | Frequency (%) |
| 55 | 1 | 3.2% |
| 54 | 2 | |
| 52 | 1 | 3.2% |
| 48 | 2 | |
| 46 | 2 | |
| 45 | 2 | |
| 43 | 1 | 3.2% |
| 41 | 4 | |
| 39 | 4 | |
| 37 | 3 |
Avg
Real number (ℝ)
| Distinct | 28 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.883871 |
| Minimum | 24.5 |
|---|---|
| Maximum | 42.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 376.0 B |
Quantile statistics
| Minimum | 24.5 |
|---|---|
| 5-th percentile | 24.85 |
| Q1 | 28.25 |
| median | 31.9 |
| Q3 | 35.45 |
| 95-th percentile | 40.2 |
| Maximum | 42.1 |
| Range | 17.6 |
| Interquartile range (IQR) | 7.2 |
Descriptive statistics
| Standard deviation | 4.768934 |
|---|---|
| Coefficient of variation (CV) | 0.14957199 |
| Kurtosis | -0.59255918 |
| Mean | 31.883871 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.30229956 |
| Sum | 988.4 |
| Variance | 22.742731 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 28.6 | 2 | 6.5% |
| 27.8 | 2 | 6.5% |
| 31.9 | 2 | 6.5% |
| 32.6 | 1 | 3.2% |
| 36.6 | 1 | 3.2% |
| 40.5 | 1 | 3.2% |
| 42.1 | 1 | 3.2% |
| 39.9 | 1 | 3.2% |
| 36.9 | 1 | 3.2% |
| 24.6 | 1 | 3.2% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 24.5 | 1 | |
| 24.6 | 1 | |
| 25.1 | 1 | |
| 25.3 | 1 | |
| 26.6 | 1 | |
| 27.8 | 2 | |
| 27.9 | 1 | |
| 28.6 | 2 | |
| 28.7 | 1 | |
| 30 | 1 |
| Value | Count | Frequency (%) |
| 42.1 | 1 | |
| 40.5 | 1 | |
| 39.9 | 1 | |
| 36.9 | 1 | |
| 36.8 | 1 | |
| 36.6 | 1 | |
| 36.1 | 1 | |
| 36 | 1 | |
| 34.9 | 1 | |
| 34.2 | 1 |
Min
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 35.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.129032 |
| Minimum | 14 |
|---|---|
| Maximum | 34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 376.0 B |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 18 |
| median | 25 |
| Q3 | 29 |
| 95-th percentile | 34 |
| Maximum | 34 |
| Range | 20 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.5612089 |
|---|---|
| Coefficient of variation (CV) | 0.27192176 |
| Kurtosis | -1.158563 |
| Mean | 24.129032 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.092846642 |
| Sum | 748 |
| Variance | 43.049462 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 16 | 4 | |
| 23 | 4 | |
| 34 | 4 | |
| 25 | 4 | |
| 30 | 3 | |
| 27 | 3 | |
| 14 | 3 | |
| 28 | 2 | |
| 18 | 2 | |
| 32 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 14 | 3 | |
| 16 | 4 | |
| 18 | 2 | |
| 19 | 1 | 3.2% |
| 23 | 4 | |
| 25 | 4 | |
| 27 | 3 | |
| 28 | 2 | |
| 30 | 3 | |
| 32 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 34 | 4 | |
| 32 | 1 | 3.2% |
| 30 | 3 | |
| 28 | 2 | |
| 27 | 3 | |
| 25 | 4 | |
| 23 | 4 | |
| 19 | 1 | 3.2% |
| 18 | 2 | |
| 16 | 4 |
Max.1
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 32.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.16129 |
| Minimum | 21 |
|---|---|
| Maximum | 41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 376.0 B |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 25 |
| median | 28 |
| Q3 | 33 |
| 95-th percentile | 36 |
| Maximum | 41 |
| Range | 20 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.1774947 |
|---|---|
| Coefficient of variation (CV) | 0.17754683 |
| Kurtosis | -0.80798035 |
| Mean | 29.16129 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.30647472 |
| Sum | 904 |
| Variance | 26.806452 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 23 | 6 | |
| 32 | 5 | |
| 28 | 4 | |
| 36 | 4 | |
| 25 | 3 | |
| 27 | 3 | |
| 34 | 3 | |
| 21 | 1 | 3.2% |
| 30 | 1 | 3.2% |
| 41 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | 3.2% |
| 23 | 6 | |
| 25 | 3 | |
| 27 | 3 | |
| 28 | 4 | |
| 30 | 1 | 3.2% |
| 32 | 5 | |
| 34 | 3 | |
| 36 | 4 | |
| 41 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 41 | 1 | 3.2% |
| 36 | 4 | |
| 34 | 3 | |
| 32 | 5 | |
| 30 | 1 | 3.2% |
| 28 | 4 | |
| 27 | 3 | |
| 25 | 3 | |
| 23 | 6 | |
| 21 | 1 | 3.2% |
Avg.1
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.116129 |
| Minimum | 15.9 |
|---|---|
| Maximum | 35.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 376.0 B |
Quantile statistics
| Minimum | 15.9 |
|---|---|
| 5-th percentile | 17.7 |
| Q1 | 20.95 |
| median | 23.8 |
| Q3 | 28.45 |
| 95-th percentile | 34 |
| Maximum | 35.8 |
| Range | 19.9 |
| Interquartile range (IQR) | 7.5 |
Descriptive statistics
| Standard deviation | 5.5616003 |
|---|---|
| Coefficient of variation (CV) | 0.22143541 |
| Kurtosis | -0.89189279 |
| Mean | 25.116129 |
| Median Absolute Deviation (MAD) | 4.2 |
| Skewness | 0.3096877 |
| Sum | 778.6 |
| Variance | 30.931398 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 34 | 2 | 6.5% |
| 23.3 | 1 | 3.2% |
| 22.5 | 1 | 3.2% |
| 28.6 | 1 | 3.2% |
| 35.8 | 1 | 3.2% |
| 29.1 | 1 | 3.2% |
| 22.8 | 1 | 3.2% |
| 17.5 | 1 | 3.2% |
| 20 | 1 | 3.2% |
| 18.1 | 1 | 3.2% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 15.9 | 1 | |
| 17.5 | 1 | |
| 17.9 | 1 | |
| 18.1 | 1 | |
| 19 | 1 | |
| 19.6 | 1 | |
| 20 | 1 | |
| 20.4 | 1 | |
| 21.5 | 1 | |
| 21.6 | 1 |
| Value | Count | Frequency (%) |
| 35.8 | 1 | |
| 34 | 2 | |
| 33.8 | 1 | |
| 33.1 | 1 | |
| 31.4 | 1 | |
| 29.1 | 1 | |
| 28.6 | 1 | |
| 28.3 | 1 | |
| 28 | 1 | |
| 27.7 | 1 |
Min.1
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | 41.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.903226 |
| Minimum | 10 |
|---|---|
| Maximum | 32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 376.0 B |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 14 |
| median | 19 |
| Q3 | 25 |
| 95-th percentile | 30 |
| Maximum | 32 |
| Range | 22 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.6751022 |
|---|---|
| Coefficient of variation (CV) | 0.33537791 |
| Kurtosis | -1.1098543 |
| Mean | 19.903226 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.043980393 |
| Sum | 617 |
| Variance | 44.556989 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 23 | 4 | |
| 10 | 4 | |
| 14 | 3 | |
| 19 | 3 | |
| 16 | 2 | 6.5% |
| 18 | 2 | 6.5% |
| 21 | 2 | 6.5% |
| 30 | 2 | 6.5% |
| 25 | 2 | 6.5% |
| 27 | 2 | 6.5% |
| Other values (3) | 5 |
| Value | Count | Frequency (%) |
| 10 | 4 | |
| 12 | 2 | |
| 14 | 3 | |
| 16 | 2 | |
| 18 | 2 | |
| 19 | 3 | |
| 21 | 2 | |
| 23 | 4 | |
| 25 | 2 | |
| 27 | 2 |
| Value | Count | Frequency (%) |
| 32 | 1 | 3.2% |
| 30 | 2 | |
| 28 | 2 | |
| 27 | 2 | |
| 25 | 2 | |
| 23 | 4 | |
| 21 | 2 | |
| 19 | 3 | |
| 18 | 2 | |
| 16 | 2 |
Max.2
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 376.0 B |
| 93 | |
|---|---|
| 100 | |
| 86 | |
| 87 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.2580645 |
| Min length | 2 |
Characters and Unicode
| Total characters | 70 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 3.2% |
Sample
| 1st row | 86 |
|---|---|
| 2nd row | 93 |
| 3rd row | 93 |
| 4th row | 100 |
| 5th row | 87 |
Common Values
| Value | Count | Frequency (%) |
| 93 | 18 | |
| 100 | 8 | |
| 86 | 4 | 12.9% |
| 87 | 1 | 3.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 93 | 18 | |
| 100 | 8 | |
| 86 | 4 | 12.9% |
| 87 | 1 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 18 | |
| 3 | 18 | |
| 0 | 16 | |
| 1 | 8 | |
| 8 | 5 | 7.1% |
| 6 | 4 | 5.7% |
| 7 | 1 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 70 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 18 | |
| 3 | 18 | |
| 0 | 16 | |
| 1 | 8 | |
| 8 | 5 | 7.1% |
| 6 | 4 | 5.7% |
| 7 | 1 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 70 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 9 | 18 | |
| 3 | 18 | |
| 0 | 16 | |
| 1 | 8 | |
| 8 | 5 | 7.1% |
| 6 | 4 | 5.7% |
| 7 | 1 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 9 | 18 | |
| 3 | 18 | |
| 0 | 16 | |
| 1 | 8 | |
| 8 | 5 | 7.1% |
| 6 | 4 | 5.7% |
| 7 | 1 | 1.4% |
Avg.2
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 93.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.019355 |
| Minimum | 64.1 |
|---|---|
| Maximum | 98.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 376.0 B |
Quantile statistics
| Minimum | 64.1 |
|---|---|
| 5-th percentile | 66.35 |
| Q1 | 72.35 |
| median | 75.9 |
| Q3 | 81.45 |
| 95-th percentile | 97.65 |
| Maximum | 98.3 |
| Range | 34.2 |
| Interquartile range (IQR) | 9.1 |
Descriptive statistics
| Standard deviation | 9.3898321 |
|---|---|
| Coefficient of variation (CV) | 0.1203526 |
| Kurtosis | 0.038744698 |
| Mean | 78.019355 |
| Median Absolute Deviation (MAD) | 4.3 |
| Skewness | 0.89457028 |
| Sum | 2418.6 |
| Variance | 88.168946 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 72.8 | 2 | 6.5% |
| 77.3 | 2 | 6.5% |
| 69.1 | 1 | 3.2% |
| 97.5 | 1 | 3.2% |
| 73.4 | 1 | 3.2% |
| 77.7 | 1 | 3.2% |
| 74 | 1 | 3.2% |
| 86 | 1 | 3.2% |
| 76 | 1 | 3.2% |
| 64.1 | 1 | 3.2% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 64.1 | 1 | |
| 64.9 | 1 | |
| 67.8 | 1 | |
| 69 | 1 | |
| 69.1 | 1 | |
| 71.3 | 1 | |
| 71.6 | 1 | |
| 72 | 1 | |
| 72.7 | 1 | |
| 72.8 | 2 |
| Value | Count | Frequency (%) |
| 98.3 | 1 | |
| 97.8 | 1 | |
| 97.5 | 1 | |
| 91.1 | 1 | |
| 91 | 1 | |
| 88.9 | 1 | |
| 86 | 1 | |
| 82.3 | 1 | |
| 80.6 | 1 | |
| 79 | 1 |
Min.2
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 67.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.096774 |
| Minimum | 27 |
|---|---|
| Maximum | 93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 376.0 B |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 31 |
| Q1 | 44 |
| median | 53 |
| Q3 | 63 |
| 95-th percentile | 93 |
| Maximum | 93 |
| Range | 66 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 18.776501 |
|---|---|
| Coefficient of variation (CV) | 0.33471623 |
| Kurtosis | -0.39102063 |
| Mean | 56.096774 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.62181949 |
| Sum | 1739 |
| Variance | 352.55699 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 93 | 3 | 9.7% |
| 81 | 3 | 9.7% |
| 53 | 3 | 9.7% |
| 56 | 3 | 9.7% |
| 44 | 2 | 6.5% |
| 60 | 2 | 6.5% |
| 52 | 1 | 3.2% |
| 38 | 1 | 3.2% |
| 49 | 1 | 3.2% |
| 37 | 1 | 3.2% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 27 | 1 | |
| 29 | 1 | |
| 33 | 1 | |
| 35 | 1 | |
| 37 | 1 | |
| 38 | 1 | |
| 41 | 1 | |
| 44 | 2 | |
| 45 | 1 | |
| 47 | 1 |
| Value | Count | Frequency (%) |
| 93 | 3 | |
| 81 | 3 | |
| 75 | 1 | 3.2% |
| 65 | 1 | 3.2% |
| 61 | 1 | 3.2% |
| 60 | 2 | |
| 56 | 3 | |
| 53 | 3 | |
| 52 | 1 | 3.2% |
| 49 | 1 | 3.2% |
Max.3
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 51.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.193548 |
| Minimum | 3 |
|---|---|
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 376.0 B |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7.5 |
| median | 13 |
| Q3 | 15 |
| 95-th percentile | 21.5 |
| Maximum | 22 |
| Range | 19 |
| Interquartile range (IQR) | 7.5 |
Descriptive statistics
| Standard deviation | 5.5040552 |
|---|---|
| Coefficient of variation (CV) | 0.45139077 |
| Kurtosis | -0.87245663 |
| Mean | 12.193548 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.28978359 |
| Sum | 378 |
| Variance | 30.294624 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 13 | 6 | |
| 6 | 3 | |
| 15 | 2 | 6.5% |
| 14 | 2 | 6.5% |
| 5 | 2 | 6.5% |
| 8 | 2 | 6.5% |
| 22 | 2 | 6.5% |
| 9 | 2 | 6.5% |
| 7 | 2 | 6.5% |
| 21 | 2 | 6.5% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 3 | 1 | 3.2% |
| 5 | 2 | 6.5% |
| 6 | 3 | |
| 7 | 2 | 6.5% |
| 8 | 2 | 6.5% |
| 9 | 2 | 6.5% |
| 10 | 1 | 3.2% |
| 12 | 1 | 3.2% |
| 13 | 6 | |
| 14 | 2 | 6.5% |
| Value | Count | Frequency (%) |
| 22 | 2 | 6.5% |
| 21 | 2 | 6.5% |
| 20 | 1 | 3.2% |
| 18 | 1 | 3.2% |
| 17 | 1 | 3.2% |
| 15 | 2 | 6.5% |
| 14 | 2 | 6.5% |
| 13 | 6 | |
| 12 | 1 | 3.2% |
| 10 | 1 | 3.2% |
Avg.3
Real number (ℝ)
| Distinct | 23 |
|---|---|
| Distinct (%) | 74.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0032258 |
| Minimum | 1.6 |
|---|---|
| Maximum | 14.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 376.0 B |
Quantile statistics
| Minimum | 1.6 |
|---|---|
| 5-th percentile | 1.75 |
| Q1 | 2.95 |
| median | 5.8 |
| Q3 | 7.1 |
| 95-th percentile | 13.1 |
| Maximum | 14.8 |
| Range | 13.2 |
| Interquartile range (IQR) | 4.15 |
Descriptive statistics
| Standard deviation | 3.6706479 |
|---|---|
| Coefficient of variation (CV) | 0.61144591 |
| Kurtosis | 0.20628244 |
| Mean | 6.0032258 |
| Median Absolute Deviation (MAD) | 2.3 |
| Skewness | 0.95176991 |
| Sum | 186.1 |
| Variance | 13.473656 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 7.2 | 3 | 9.7% |
| 3 | 2 | 6.5% |
| 2.3 | 2 | 6.5% |
| 2.9 | 2 | 6.5% |
| 7 | 2 | 6.5% |
| 1.6 | 2 | 6.5% |
| 5.3 | 2 | 6.5% |
| 14.8 | 1 | 3.2% |
| 11.6 | 1 | 3.2% |
| 6.9 | 1 | 3.2% |
| Other values (13) | 13 |
| Value | Count | Frequency (%) |
| 1.6 | 2 | |
| 1.9 | 1 | |
| 2.3 | 2 | |
| 2.6 | 1 | |
| 2.9 | 2 | |
| 3 | 2 | |
| 3.5 | 1 | |
| 3.7 | 1 | |
| 5.1 | 1 | |
| 5.3 | 2 |
| Value | Count | Frequency (%) |
| 14.8 | 1 | 3.2% |
| 13.4 | 1 | 3.2% |
| 12.8 | 1 | 3.2% |
| 12.4 | 1 | 3.2% |
| 11.6 | 1 | 3.2% |
| 7.2 | 3 | |
| 7 | 2 | |
| 6.9 | 1 | 3.2% |
| 6.8 | 1 | 3.2% |
| 6.6 | 1 | 3.2% |
Min.3
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 376.0 B |
| 0 | |
|---|---|
| 2 | |
| 7 | 1 |
| 9 | 1 |
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 31 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 9.7% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 7 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 2 | 6 | 19.4% |
| 7 | 1 | 3.2% |
| 9 | 1 | 3.2% |
| 1 | 1 | 3.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 2 | 6 | 19.4% |
| 7 | 1 | 3.2% |
| 9 | 1 | 3.2% |
| 1 | 1 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 2 | 6 | 19.4% |
| 7 | 1 | 3.2% |
| 9 | 1 | 3.2% |
| 1 | 1 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 31 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 2 | 6 | 19.4% |
| 7 | 1 | 3.2% |
| 9 | 1 | 3.2% |
| 1 | 1 | 3.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 31 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 2 | 6 | 19.4% |
| 7 | 1 | 3.2% |
| 9 | 1 | 3.2% |
| 1 | 1 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 31 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 2 | 6 | 19.4% |
| 7 | 1 | 3.2% |
| 9 | 1 | 3.2% |
| 1 | 1 | 3.2% |
Max.4
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 25.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.496774 |
| Minimum | 28.1 |
|---|---|
| Maximum | 28.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 376.0 B |
Quantile statistics
| Minimum | 28.1 |
|---|---|
| 5-th percentile | 28.25 |
| Q1 | 28.4 |
| median | 28.5 |
| Q3 | 28.6 |
| 95-th percentile | 28.8 |
| Maximum | 28.9 |
| Range | 0.8 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.1741338 |
|---|---|
| Coefficient of variation (CV) | 0.0061106496 |
| Kurtosis | 0.86362017 |
| Mean | 28.496774 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 0.17413516 |
| Sum | 883.4 |
| Variance | 0.030322581 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 28.6 | 9 | |
| 28.5 | 8 | |
| 28.4 | 5 | |
| 28.3 | 4 | |
| 28.9 | 2 | 6.5% |
| 28.7 | 1 | 3.2% |
| 28.2 | 1 | 3.2% |
| 28.1 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 28.1 | 1 | 3.2% |
| 28.2 | 1 | 3.2% |
| 28.3 | 4 | |
| 28.4 | 5 | |
| 28.5 | 8 | |
| 28.6 | 9 | |
| 28.7 | 1 | 3.2% |
| 28.9 | 2 | 6.5% |
| Value | Count | Frequency (%) |
| 28.9 | 2 | 6.5% |
| 28.7 | 1 | 3.2% |
| 28.6 | 9 | |
| 28.5 | 8 | |
| 28.4 | 5 | |
| 28.3 | 4 | |
| 28.2 | 1 | 3.2% |
| 28.1 | 1 | 3.2% |
Avg.4
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 25.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.422581 |
| Minimum | 28 |
|---|---|
| Maximum | 28.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 376.0 B |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 28.15 |
| Q1 | 28.4 |
| median | 28.4 |
| Q3 | 28.5 |
| 95-th percentile | 28.7 |
| Maximum | 28.8 |
| Range | 0.8 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 0.17646468 |
|---|---|
| Coefficient of variation (CV) | 0.0062086088 |
| Kurtosis | 0.73333565 |
| Mean | 28.422581 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | -0.17275059 |
| Sum | 881.1 |
| Variance | 0.031139785 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 28.4 | 10 | |
| 28.5 | 9 | |
| 28.2 | 4 | 12.9% |
| 28.6 | 3 | 9.7% |
| 28.8 | 2 | 6.5% |
| 28.3 | 1 | 3.2% |
| 28.1 | 1 | 3.2% |
| 28 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 28 | 1 | 3.2% |
| 28.1 | 1 | 3.2% |
| 28.2 | 4 | 12.9% |
| 28.3 | 1 | 3.2% |
| 28.4 | 10 | |
| 28.5 | 9 | |
| 28.6 | 3 | 9.7% |
| 28.8 | 2 | 6.5% |
| Value | Count | Frequency (%) |
| 28.8 | 2 | 6.5% |
| 28.6 | 3 | 9.7% |
| 28.5 | 9 | |
| 28.4 | 10 | |
| 28.3 | 1 | 3.2% |
| 28.2 | 4 | 12.9% |
| 28.1 | 1 | 3.2% |
| 28 | 1 | 3.2% |
Min.4
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 29.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.351613 |
| Minimum | 27.9 |
|---|---|
| Maximum | 28.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 376.0 B |
Quantile statistics
| Minimum | 27.9 |
|---|---|
| 5-th percentile | 28.05 |
| Q1 | 28.3 |
| median | 28.4 |
| Q3 | 28.45 |
| 95-th percentile | 28.55 |
| Maximum | 28.7 |
| Range | 0.8 |
| Interquartile range (IQR) | 0.15 |
Descriptive statistics
| Standard deviation | 0.17864484 |
|---|---|
| Coefficient of variation (CV) | 0.0063010468 |
| Kurtosis | 0.4725202 |
| Mean | 28.351613 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | -0.77815765 |
| Sum | 878.9 |
| Variance | 0.031913978 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 28.4 | 13 | |
| 28.5 | 6 | |
| 28.1 | 4 | 12.9% |
| 28.3 | 3 | 9.7% |
| 28.2 | 1 | 3.2% |
| 28.6 | 1 | 3.2% |
| 28.7 | 1 | 3.2% |
| 28 | 1 | 3.2% |
| 27.9 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 27.9 | 1 | 3.2% |
| 28 | 1 | 3.2% |
| 28.1 | 4 | 12.9% |
| 28.2 | 1 | 3.2% |
| 28.3 | 3 | 9.7% |
| 28.4 | 13 | |
| 28.5 | 6 | |
| 28.6 | 1 | 3.2% |
| 28.7 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 28.7 | 1 | 3.2% |
| 28.6 | 1 | 3.2% |
| 28.5 | 6 | |
| 28.4 | 13 | |
| 28.3 | 3 | 9.7% |
| 28.2 | 1 | 3.2% |
| 28.1 | 4 | 12.9% |
| 28 | 1 | 3.2% |
| 27.9 | 1 | 3.2% |
Total
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 376.0 B |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 31 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 31 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 31 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 31 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 31 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 31 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 31 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 31 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 31 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 31 |
| Jan | Max | Avg | Min | Max.1 | Avg.1 | Min.1 | Avg.2 | Min.2 | Max.3 | Avg.3 | Max.4 | Avg.4 | Min.4 | Max.2 | Min.3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Jan | 1.000 | 0.367 | 0.435 | 0.201 | 0.335 | 0.321 | 0.232 | -0.081 | -0.063 | 0.068 | -0.024 | -0.220 | -0.235 | -0.250 | 0.386 | 0.147 |
| Max | 0.367 | 1.000 | 0.518 | -0.115 | 0.397 | 0.166 | -0.068 | -0.299 | -0.582 | 0.034 | -0.084 | -0.537 | -0.477 | -0.629 | 0.244 | 0.000 |
| Avg | 0.435 | 0.518 | 1.000 | 0.722 | 0.821 | 0.815 | 0.685 | -0.047 | 0.084 | 0.313 | 0.231 | -0.739 | -0.679 | -0.756 | 0.081 | 0.381 |
| Min | 0.201 | -0.115 | 0.722 | 1.000 | 0.677 | 0.840 | 0.890 | 0.276 | 0.575 | 0.251 | 0.241 | -0.473 | -0.446 | -0.439 | 0.000 | 0.149 |
| Max.1 | 0.335 | 0.397 | 0.821 | 0.677 | 1.000 | 0.922 | 0.800 | 0.402 | 0.392 | 0.148 | -0.024 | -0.758 | -0.653 | -0.612 | 0.000 | 0.385 |
| Avg.1 | 0.321 | 0.166 | 0.815 | 0.840 | 0.922 | 1.000 | 0.938 | 0.490 | 0.575 | 0.079 | -0.035 | -0.632 | -0.536 | -0.482 | 0.269 | 0.059 |
| Min.1 | 0.232 | -0.068 | 0.685 | 0.890 | 0.800 | 0.938 | 1.000 | 0.527 | 0.688 | 0.036 | -0.047 | -0.524 | -0.420 | -0.356 | 0.451 | 0.285 |
| Avg.2 | -0.081 | -0.299 | -0.047 | 0.276 | 0.402 | 0.490 | 0.527 | 1.000 | 0.828 | -0.268 | -0.380 | -0.038 | 0.098 | 0.266 | 0.372 | 0.466 |
| Min.2 | -0.063 | -0.582 | 0.084 | 0.575 | 0.392 | 0.575 | 0.688 | 0.828 | 1.000 | -0.081 | -0.132 | -0.031 | 0.029 | 0.206 | 0.288 | 0.494 |
| Max.3 | 0.068 | 0.034 | 0.313 | 0.251 | 0.148 | 0.079 | 0.036 | -0.268 | -0.081 | 1.000 | 0.932 | -0.292 | -0.286 | -0.320 | 0.376 | 0.150 |
| Avg.3 | -0.024 | -0.084 | 0.231 | 0.241 | -0.024 | -0.035 | -0.047 | -0.380 | -0.132 | 0.932 | 1.000 | -0.186 | -0.227 | -0.257 | 0.000 | 0.557 |
| Max.4 | -0.220 | -0.537 | -0.739 | -0.473 | -0.758 | -0.632 | -0.524 | -0.038 | -0.031 | -0.292 | -0.186 | 1.000 | 0.912 | 0.876 | 0.000 | 0.000 |
| Avg.4 | -0.235 | -0.477 | -0.679 | -0.446 | -0.653 | -0.536 | -0.420 | 0.098 | 0.029 | -0.286 | -0.227 | 0.912 | 1.000 | 0.889 | 0.064 | 0.000 |
| Min.4 | -0.250 | -0.629 | -0.756 | -0.439 | -0.612 | -0.482 | -0.356 | 0.266 | 0.206 | -0.320 | -0.257 | 0.876 | 0.889 | 1.000 | 0.114 | 0.000 |
| Max.2 | 0.386 | 0.244 | 0.081 | 0.000 | 0.000 | 0.269 | 0.451 | 0.372 | 0.288 | 0.376 | 0.000 | 0.000 | 0.064 | 0.114 | 1.000 | 0.600 |
| Min.3 | 0.147 | 0.000 | 0.381 | 0.149 | 0.385 | 0.059 | 0.285 | 0.466 | 0.494 | 0.150 | 0.557 | 0.000 | 0.000 | 0.000 | 0.600 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Jan | Max | Avg | Min | Max.1 | Avg.1 | Min.1 | Max.2 | Avg.2 | Min.2 | Max.3 | Avg.3 | Min.3 | Max.4 | Avg.4 | Min.4 | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 37 | 32.6 | 28 | 25 | 23.3 | 16 | 86 | 69.1 | 44 | 20 | 13.4 | 2 | 28.6 | 28.5 | 28.4 | 0 |
| 1 | 2 | 37 | 27.9 | 18 | 25 | 22.5 | 16 | 93 | 80.6 | 56 | 13 | 6.6 | 0 | 28.6 | 28.6 | 28.5 | 0 |
| 2 | 3 | 43 | 26.6 | 18 | 27 | 21.6 | 14 | 93 | 82.3 | 53 | 6 | 2.3 | 0 | 28.5 | 28.4 | 28.4 | 0 |
| 3 | 4 | 48 | 31.2 | 16 | 32 | 21.5 | 14 | 100 | 72.0 | 27 | 15 | 6.5 | 0 | 28.4 | 28.3 | 28.2 | 0 |
| 4 | 5 | 39 | 34.9 | 30 | 32 | 27.7 | 23 | 87 | 75.3 | 60 | 18 | 12.8 | 7 | 28.3 | 28.2 | 28.1 | 0 |
| 5 | 6 | 34 | 30.0 | 27 | 27 | 22.2 | 19 | 93 | 72.7 | 56 | 14 | 7.2 | 2 | 28.4 | 28.4 | 28.3 | 0 |
| 6 | 7 | 36 | 27.8 | 23 | 23 | 19.6 | 18 | 86 | 73.1 | 52 | 13 | 7.2 | 2 | 28.5 | 28.4 | 28.4 | 0 |
| 7 | 8 | 37 | 24.5 | 14 | 21 | 15.9 | 10 | 93 | 72.8 | 38 | 10 | 5.1 | 0 | 28.6 | 28.5 | 28.5 | 0 |
| 8 | 9 | 39 | 25.1 | 14 | 23 | 17.9 | 10 | 93 | 75.9 | 49 | 6 | 2.9 | 0 | 28.6 | 28.5 | 28.4 | 0 |
| 9 | 10 | 48 | 33.1 | 23 | 28 | 23.6 | 21 | 93 | 71.6 | 37 | 5 | 1.9 | 0 | 28.4 | 28.4 | 28.3 | 0 |
| Jan | Max | Avg | Min | Max.1 | Avg.1 | Min.1 | Max.2 | Avg.2 | Min.2 | Max.3 | Avg.3 | Min.3 | Max.4 | Avg.4 | Min.4 | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 21 | 22 | 46 | 28.6 | 16 | 23 | 18.1 | 10 | 93 | 69.0 | 29 | 9 | 3.5 | 0 | 28.7 | 28.6 | 28.4 | 0 |
| 22 | 23 | 41 | 31.6 | 19 | 25 | 20.0 | 14 | 93 | 64.1 | 33 | 22 | 12.4 | 0 | 28.6 | 28.5 | 28.4 | 0 |
| 23 | 24 | 41 | 24.6 | 14 | 23 | 17.5 | 10 | 93 | 77.3 | 45 | 7 | 2.6 | 0 | 28.6 | 28.6 | 28.5 | 0 |
| 24 | 25 | 55 | 31.9 | 16 | 32 | 22.8 | 12 | 93 | 72.8 | 41 | 8 | 3.0 | 0 | 28.5 | 28.4 | 28.4 | 0 |
| 25 | 26 | 54 | 36.9 | 25 | 34 | 29.1 | 23 | 93 | 76.0 | 47 | 7 | 2.9 | 0 | 28.4 | 28.4 | 28.3 | 0 |
| 26 | 27 | 45 | 39.9 | 34 | 41 | 35.8 | 28 | 93 | 86.0 | 75 | 13 | 5.3 | 1 | 28.3 | 28.2 | 28.1 | 0 |
| 27 | 28 | 54 | 42.1 | 34 | 36 | 34.0 | 28 | 93 | 74.0 | 44 | 13 | 7.0 | 2 | 28.2 | 28.1 | 28.0 | 0 |
| 28 | 29 | 46 | 40.5 | 34 | 36 | 34.0 | 30 | 93 | 77.7 | 61 | 21 | 6.9 | 0 | 28.1 | 28.0 | 27.9 | 0 |
| 29 | 30 | 41 | 36.6 | 28 | 36 | 28.6 | 23 | 93 | 73.4 | 53 | 21 | 11.6 | 2 | 28.3 | 28.2 | 28.1 | 0 |
| 30 | 31 | 52 | 36.8 | 23 | 28 | 24.7 | 19 | 93 | 64.9 | 35 | 13 | 5.8 | 0 | 28.3 | 28.2 | 28.1 | 0 |